| Autonomous and energy efficient lightpath operation based on digital subcarrier multiplexing L Velasco, S Barzegar, D Sequeira, A Ferrari, N Costa, V Curri, J Pedro, ... IEEE Journal on Selected Areas in Communications 39 (9), 2864-2877, 2021 | 36 | 2021 |
| Soft-failure detection, localization, identification, and severity prediction by estimating QoT model input parameters S Barzegar, M Ruiz, A Sgambelluri, F Cugini, A Napoli, L Velasco IEEE Transactions on Network and Service Management 18 (3), 2627-2640, 2021 | 34 | 2021 |
| A new linearly tunable RF MEMS varactor with latching mechanism for low voltage and low power reconfigurable networks S Barzegar, H Mirzajani, HB Ghavifekr Wireless Personal Communications 83, 2249-2265, 2015 | 24 | 2015 |
| Intent-based networking and its application to optical networks [Invited Tutorial] L Velasco, S Barzegar, F Tabatabaeimehr, M Ruiz Journal of optical communications and networking 14 (1), A11-A22, 2022 | 21 | 2022 |
| Soft-failure localization and device working parameters estimation in disaggregated scenarios S Barzegar, E Virgillito, M Ruiz, A Ferrari, A Napoli, V Curri, L Velasco Optical Fiber Communication Conference, Th1F. 2, 2020 | 15 | 2020 |
| Packet flow capacity autonomous operation based on reinforcement learning S Barzegar, M Ruiz, L Velasco Sensors 21 (24), 8306, 2021 | 8 | 2021 |
| Reinforcement learning-based autonomous multilayer network operation S Barzegar, M Ruiz, L Velasco 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 6 | 2020 |
| Soft-failure localization and time-dependent degradation detection for network diagnosis S Barzegar, M Ruiz, L Velasco 2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020 | 6 | 2020 |
| Degradation detection and severity estimation by exploiting an optical time and frequency digital twin M Devigili, M Ruiz, S Barzegar, N Costa, A Napoli, J Pedro, L Velasco 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 4 | 2023 |
| Is Intelligence the Answer to Deal with the 5 V’s of Telemetry Data? L Velasco, S Barzegar, M Ruiz Optical Fiber Communication Conference, W4A. 6, 2023 | 4 | 2023 |
| Combining long-short term memory and reinforcement learning for improved autonomous network operation F Tabatabaeimehr, S Barzegar, M Ruiz, L Velasco 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 3 | 2021 |
| Distributed and Autonomous Flow Routing Based on Deep Reinforcement Learning S Barzegar, M Ruiz, L Velasco 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022 | 2 | 2022 |
| Autonomous Flow Routing for Near Real-Time Quality of Service Assurance S Barzegar, M Ruiz, L Velasco IEEE Transactions on Network and Service Management, 2023 | 1 | 2023 |
| Coordination of Radio Access and Optical Transport S Barzegar, S Wang, M Ruiz, L Velasco, M Richart, A Castro 2023 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2023 | 1 | 2023 |
| Reliable and accurate autonomous flow operation based on off-line trained reinforcement learning S Barzegar, M Ruiz, L Velasco 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 1 | 2021 |
| Centralized and distributed approaches to control optical point-to-multipoint systems near-real-time H Shakespear-Miles, Q Lin, S Barzegar, M Ruiz, X Chen, L Velasco Journal of Optical Communications and Networking 16 (5), 565-576, 2024 | | 2024 |
| Intent-Based Networking for Zero-Touch Optical Networking S Barzegar, M Ruiz, L Velasco 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
| Reinforcement Learning for Autonomous Traffic Flow Capacity Management S Barzegar, M Ruiz, L Velasco 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
| Using a SNR Digital Twin for Failure Management L Velasco, S Barzegar, M Ruiz 2023 23rd International Conference on Transparent Optical Networks (ICTON), 1-4, 2023 | | 2023 |
| Deployment of Secure Machine Learning Pipelines for Near-Real-Time Control of 6G Network Services P González, A Zahir, C Grasselli, A Muñiz, M Ggroshev, S Barzegar, ... | | 2023 |
